Dataset Versions
v1
2024-10-15 2:58pm
Generated on Oct 15, 2024
1031 Total Images
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Dataset Split
Train Set 88%
912Images
Valid Set 7%
75Images
Test Set 4%
44Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels